Ekkono
Click to visit website
About
Ekkono provides edge AI solutions designed for deployment on resource-constrained devices. It focuses on sensor data analysis, condition monitoring, performance optimization and sustainability. Their software supports incremental learning, real-time data preprocessing, and anomaly detection. They offer a Software Development Kit (SDK) for model generation, optimization, evaluation and implementation, and support model life-cycle management (MLCM).
Platform
Task
Features
• performance optimization
• condition monitoring
• edge ai
• condition-based maintenance
• ai on everything
• adaptive automation
• sustainable products embedded edge ai
• individual condition monitoring
FAQs
How is this different from TensorFlow Lite/Micro?
TensorFlow Lite/Micro is designed for deep learning tasks like image classification on edge devices. However, the vast majority of edge ML use cases focus on sensor data—such as pressure, temperature, or power consumption—rather than images. These scenarios require functionality like incremental learning, real-time data preprocessing and anomaly detection, which TensorFlow Lite/Micro lacks.
How we verify that a model learns correctly
Machine learning models are inherently designed to filter out noise and disturbances in data, so minor variations are typically disregarded without requiring additional measures. To ensure a model is learning correctly, Ekkono provides several built-in tools: 1. Track Error Over Time: Ekkono monitors error trends to confirm learning. A steady decrease in error indicates effective training. 2. Pause Training: Temporarily disable training to see if the model maintains performance, confirming it has learned relevant patterns. 3. Handle Sensor Errors: Systematic sensor errors should be addressed at the IoT platform level. Alternatively, Ekkono can monitor sensors individually using change detection. These features ensure reliable learning without the need for extra error-checking functionality.
Pricing Plans
Job Opportunities
There are currently no job postings for this AI tool.
Ratings & Reviews
No ratings available yet. Be the first to rate this tool!
Featured Tools
adly.news
adly.news is a free platform that simplifies newsletter advertising, connecting businesses with engaged audiences through ad slots, offering bidding, negotiation, and messaging.
View Details
CrePal
CrePal is the world's first AI Video Creation Agent, transforming ideas into stunning videos with cutting-edge AI models for planning, imaging, and video generation.
View Details
Yolly AI
Yolly AI is an all-in-one AI video & photo generator that lets you turn a single text prompt into cinema-grade 4K videos or high-resolution images.
View Details
Seedance 1.5
Seedance 1.5 is a next-generation AI video creation tool transforming ideas into stunning 1080p videos with multi-shot narratives, physics-accurate motion, and cinematic quality.
View Details
Unblur Image Online Free
Unblur Image Online Free instantly restores sharpness to blurry photos using AI. Upload JPG, PNG, or WEBP files for clear images in seconds, completely free and no sign-up needed.
View Details
DeVoice
DeVoice is an AI-powered audio and video tool that offers unlimited, accurate transcription, AI rap generation, and background noise removal capabilities.
View Details
DeepSwapAI
DeepSwapAI is a professional AI face swap platform for developers, offering enterprise-grade face exchange technology with RESTful API, SDKs, and batch processing.
View DetailsFace Swap AI
Face Swap AI is a free AI tool for instant face swapping in photos and videos, delivering stunning HD results without signup or watermarks for creative projects.
View Details
StoryShort
StoryShort is an AI creation tool that helps you create viral faceless videos on auto-pilot, generating engaging content in minutes.
View Details
AIhumanize
AIhumanize is an advanced AI humanizer tool that transforms AI-written text into natural, authentic writing, helping you bypass all major AI detectors.
View Details
LoveGen AI
LoveGen AI is an all-in-one platform integrating major image and video AI models, enabling creation from text, visual enhancement, and video generation.
View Details